Open AccessOutdoor Radio Propagation Model Optimization Using Genetic Algorithm
Author(s) -
Deepti Kakkar,
Amarah Zahra,
Hritwik Todawat,
Vaishnawi Singh,
Farhana Shahid,
Vidhya Sagar
Publication year - 2021
Publication title -
aijr proceedings
Language(s) - English
Resource type - Conference proceedings
ISSN - 2582-3922
DOI - 10.21467/proceedings.114.44
Subject(s) - path loss , wireless , computer science , genetic algorithm , path (computing) , radio propagation model , free space , radio propagation , algorithm , log distance path loss model , telecommunications , computer network , machine learning , optics , physics
Path loss which is one of the main issues in wireless communication system and has been studied for long time. With the tremendous increase in demand in wireless technology, this Path loss needs to be optimized. Therefore, it is very important to analyse these different propagation models in order to get some useful information out and develop a system based on it. This is done to get the optimum path loss from different models. These are useful tools which makes the designers capable of designing a wireless system with great efficiency. In pursuit of the same, this paper attempts to optimize free space propagation model and hata model using GA algorithm, and shows a comparison by putting them side by side. This paper gives an insight of comparison between free space and Hata model in wireless communication taking different propagation environments into consideration.